Volumetric reconstruction for combustion diagnostics via transfer learning and semi-supervised learning with limited labels

W Cai, J Huang, A Deng, Q Wang - Aerospace Science and Technology, 2021 - Elsevier
Volumetric tomography (VT) is a powerful tool for combustion diagnostics due to its capacity
in resolving flame structures in three-dimensional (3D). Recently, convolutional neural …

Untrained neural network for linear tomographic absorption spectroscopy

JR Chen, SJ Xu, HC Liu, JQ Huang, YZ Liu… - Science China …, 2024 - Springer
Linear tomographic absorption spectroscopy (LTAS) is a non-destructive diagnostic
technique widely employed for gas sensing. The inverse problem of LTAS represents a …